Publications by authors named "Matthias Treder"

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Introduction to Large Language Models (LLMs) for dementia care and research.
Matthias S Treder, Sojin Lee, Kamen A Tsvetanov

Front Dement· May 2024

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A Skewed Loss Function for Correcting Predictive Bias in Brain Age Prediction.
Hanzhi Wang, Matthias S Treder, David Marshall, Derek K Jones, Yuhua Li

IEEE Trans Med Imaging· June 2023

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Targeted memory reactivation in human REM sleep elicits detectable reactivation.
Mahmoud E A Abdellahi, Anne C M Koopman, Matthias S Treder, Penelope A Lewis

Elife· June 2023

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Targeting targeted memory reactivation: Characteristics of cued reactivation in sleep.
Mahmoud E A Abdellahi, Anne C M Koopman, Matthias S Treder, Penelope A Lewis

Neuroimage· February 2023

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Towards an objective evaluation of EEG/MEG source estimation methods - The linear approach.
Olaf Hauk, Matti Stenroos, Matthias S Treder

Neuroimage· July 2022

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Ongoing neural oscillations predict the post-stimulus outcome of closed loop auditory stimulation during slow-wave sleep.
Miguel Navarrete, Steven Arthur, Matthias S Treder, Penelope A Lewis

Neuroimage· June 2022

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Rigid motion-resolved prediction using deep learning for real-time parallel-transmission pulse design.
Alix Plumley, Luke Watkins, Matthias Treder, Patrick Liebig, Kevin Murphy

Magn Reson Med· May 2022

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Quality assessment of anatomical MRI images from generative adversarial networks: Human assessment and image quality metrics.
Matthias S Treder, Ryan Codrai, Kamen A Tsvetanov

J Neurosci Methods· May 2022

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The hippocampus as the switchboard between perception and memory.
Matthias S Treder, Ian Charest, Sebastian Michelmann, María Carmen Martín-Buro, Frédéric Roux

Proc Natl Acad Sci U S A· December 2021

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Text Mining of Adverse Events in Clinical Trials: Deep Learning Approach.
Daphne Chopard, Matthias S Treder, Padraig Corcoran, Nagheen Ahmed, Claire Johnson

JMIR Med Inform· December 2021

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Correlation Constraints for Regression Models: Controlling Bias in Brain Age Prediction.
Matthias S Treder, Jonathan P Shock, Dan J Stein, Stéfan du Plessis, Soraya Seedat

Front Psychiatry· February 2021

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MVPA-Light: A Classification and Regression Toolbox for Multi-Dimensional Data.
Matthias S Treder

Front Neurosci· June 2020

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Evidence that neural information flow is reversed between object perception and object reconstruction from memory.
Juan Linde-Domingo, Matthias S Treder, Casper Kerrén, Maria Wimber

Nat Commun· January 2019

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Data-driven re-referencing of intracranial EEG based on independent component analysis (ICA).
Sebastian Michelmann, Matthias S Treder, Benjamin Griffiths, Casper Kerrén, Frédéric Roux

J Neurosci Methods· September 2018

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Activity and Connectivity Differences Underlying Inhibitory Control Across the Adult Life Span.
Kamen A Tsvetanov, Zheng Ye, Laura Hughes, David Samu, Matthias S Treder

J Neurosci· September 2018

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Problematic internet use as an age-related multifaceted problem: Evidence from a two-site survey.
Konstantinos Ioannidis, Matthias S Treder, Samuel R Chamberlain, Franz Kiraly, Sarah A Redden

Addict Behav· June 2018

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Problematic internet use (PIU): Associations with the impulsive-compulsive spectrum. An application of machine learning in psychiatry.
Konstantinos Ioannidis, Samuel R Chamberlain, Matthias S Treder, Franz Kiraly, Eric W Leppink

J Psychiatr Res· December 2016

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The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis.
Matthias S Treder, Anne K Porbadnigk, Forooz Shahbazi Avarvand, Klaus-Robert Müller, Benjamin Blankertz

Neuroimage· April 2016

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A Gaze Independent Brain-Computer Interface Based on Visual Stimulation through Closed Eyelids.
Han-Jeong Hwang, Valeria Y Ferreria, Daniel Ulrich, Tayfun Kilic, Xenofon Chatziliadis, Matthias Treder

Sci Rep· October 2015

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EEG alpha spindles and prolonged brake reaction times during auditory distraction in an on-road driving study.
Andreas Sonnleitner, Matthias Sebastian Treder, Michael Simon, Sven Willmann, Arne Ewald

Accid Anal Prev· January 2014

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Single-trial analysis of the neural correlates of speech quality perception.
Anne K Porbadnigk, Matthias S Treder, Benjamin Blankertz, Jan-Niklas Antons, Robert Schleicher

J Neural Eng· October 2013

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Special section on gaze-independent brain-computer interfaces.
Matthias S Treder

J Neural Eng· August 2012

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Exploring motion VEPs for gaze-independent communication.
Sulamith Schaeff, Matthias Sebastian Treder, Bastian Venthur, Benjamin Blankertz

J Neural Eng· August 2012

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Toward a direct measure of video quality perception using EEG.
Simon Scholler, Sebastian Bosse, Matthias Sebastian Treder, Benjamin Blankertz, Gabriel Curio

IEEE Trans Image Process· May 2012

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Online detection of error-related potentials boosts the performance of mental typewriters.
Nico M Schmidt, Benjamin Blankertz, Matthias S Treder

BMC Neurosci· February 2012

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